Virtual reality for emotion elicitation–a review

R Somarathna, T Bednarz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Emotions are multifaceted phenomena that affect our behaviour, perception, and cognition.
Increasing evidence indicates that induction mechanisms play a crucial role in triggering …

Trends in heart-rate variability signal analysis

S Ishaque, N Khan, S Krishnan - Frontiers in Digital Health, 2021 - frontiersin.org
Heart rate variability (HRV) is the rate of variability between each heartbeat with respect to
time. It is used to analyse the Autonomic Nervous System (ANS), a control system used to …

A systematic review of physiological measurements, factors, methods, and applications in virtual reality

A Halbig, ME Latoschik - Frontiers in Virtual Reality, 2021 - frontiersin.org
Measurements of physiological parameters provide an objective, often non-intrusive, and (at
least semi-) automatic evaluation and utilization of user behavior. In addition, specific …

Sok: Data privacy in virtual reality

GM Garrido, V Nair, D Song - arXiv preprint arXiv:2301.05940, 2023 - arxiv.org
The adoption of virtual reality (VR) technologies has rapidly gained momentum in recent
years as companies around the world begin to position the so-called" metaverse" as the next …

Virtual reality in home palliative care: brief report on the effect on cancer-related symptomatology

S Moscato, V Sichi, A Giannelli, P Palumbo… - Frontiers in …, 2021 - frontiersin.org
Virtual reality (VR) has been used as a complementary therapy for managing psychological
and physical symptoms in cancer patients. In palliative care, the evidence about the use of …

Horizons in single-lead ECG analysis from devices to data

A Abdou, S Krishnan - Frontiers in Signal Processing, 2022 - frontiersin.org
Single-lead wearable electrocardiographic (ECG) devices for remote monitoring are
emerging as critical components of the viability of long-term continuous health and wellness …

Physiological signal analysis and stress classification from VR simulations using decision tree methods

S Ishaque, N Khan, S Krishnan - Bioengineering, 2023 - mdpi.com
Stress is induced in response to any mental, physical or emotional change associated with
our daily experiences. While short term stress can be quite beneficial, prolonged stress is …

[HTML][HTML] Detecting stress through 2D ECG images using pretrained models, transfer learning and model compression techniques

S Ishaque, N Khan, S Krishnan - Machine Learning with Applications, 2022 - Elsevier
Stress is a major part of our everyday life, associated with most activities we perform on a
daily basis and if we are not careful about managing stress, it can have a detrimental impact …

Virtual reality environments for stress reduction and management: a scoping review

I Ladakis, D Filos, I Chouvarda - Virtual Reality, 2024 - Springer
Virtual reality, a cutting-edge innovation in the realm of digital experiences, though more
frequently employed for entertainment and education, can also serve as a tool for immersing …

Mental stress classification based on a support vector machine and naive Bayes using electrocardiogram signals

M Kang, S Shin, G Zhang, J Jung, YT Kim - Sensors, 2021 - mdpi.com
Examining mental health is crucial for preventing mental illnesses such as depression. This
study presents a method for classifying electrocardiogram (ECG) data into four emotional …